/cs-pulse

disable-model-invocation: true
name: "cs-pulse"
description: "/cs-pulse <topic> — Multi-source recency research. Grill-me intake (topic / angle / window / scope), then parallel Reddit + HN + Web (1 q/sec per platform), optional X/Twitter, cross-platform synthesis. Output: ${RESEARCH_DIR}/pulse/<slug>-<date>.md + full briefing in chat."

/cs-pulse — Multi-Source Recency Research

**Command:** `/cs-pulse <topic>`

The `cs-pulse` persona takes the pulse of a topic across Reddit, Hacker News, the open web, and (optionally) X/Twitter — within a configurable recent window — and synthesizes a single coherent briefing.

When to Run

• "What are people saying about X right now?"
• Competitor research with recency flavor
• Trend discovery / tool comparisons / audience sentiment
• Pre-content-creation reconnaissance

The skill ALSO triggers automatically without `/cs-pulse` when you use trigger phrases:

• "pulse on [topic]"
• "what's happening with [topic]"
• "what are people saying about [topic]"
• "current conversation about [topic]"
• "take the pulse of [topic]"
• "trending: [topic]"
• "find me info on [topic]"

`/cs-pulse` is the explicit form.

Forcing Intake (2–4 Questions, One at a Time)

| Q | Asks | Why | |---|---|---| | Q1 | Topic specificity (1–2 sentences, no vague nouns) | Vague Q1 → vague briefing. Refuses "AI" / "tech" once. | | Q2 | Angle: trend / sentiment / problems / opportunities / comparison | Dictates which platform's voice weights more in synthesis. Default: trend. | | Q3 | Time window: 7 / 14 / 30 / 60 / 90 days | Default: 30. 7d = breaking, 90d = sustained shift. | | Q4 | Platform scope (skip any?) | Asked only when angle suggests some platforms off-target. Default: all. |

What You Get

# [TOPIC] — Pulse (Last [N] Days)
*Generated: [DATE] | Angle: [trend|sentiment|problems|opportunities|comparison]*

## TL;DR
[2-3 sentences]

## Reddit
### Top Posts ... ### What Reddit Is Saying

## Hacker News
### Notable Stories ... ### What HN Is Saying

## Web
### Key Sources ... ### What the Web Is Saying

## X/Twitter (if available)
[Or: "Skipped — [reason]"]

## Cross-Platform Patterns
## Key Takeaways
## Content Angles (if applicable)

---
*Audit:* Queries sent: N. Sources received: M. Sources cited: K.

Saved to `${RESEARCH_DIR}/pulse/<topic-slug>-<YYYY-MM-DD>.md` AND pasted in chat.

Discipline

• **One intake question per turn.** Never bundle.
• **Refuse vague Q1 once.** Push back with examples; deliver with caveat if user won't narrow.
• **Parallel Phases 1–3** — Reddit + HN + Web concurrent. Sequential within platform. 1 q/sec.
• **Source discipline** — cite only session-call results. `[Background]` for training knowledge, excluded from cited count.
• **Three-count tracking** — sent / received / cited in audit log.
• **Retry once after 3s** — then log. 3 consecutive failures across sources → stop.
• **Graceful degradation** — prefer a supplied X export. Skip only when no export or live interface exists.

Workflow

# A. Pre-flight (post-intake)
python ${CLAUDE_PLUGIN_ROOT}/skills/pulse/scripts/time_window_calculator.py --window 30d
python ${CLAUDE_PLUGIN_ROOT}/skills/pulse/scripts/topic_slug_generator.py --topic "<topic>" --date $(date +%Y-%m-%d)
python ${CLAUDE_PLUGIN_ROOT}/skills/pulse/scripts/citation_tracker.py --action start --session NAME

# B. Phases 1–3 (parallel, 1 q/sec per platform)
#    Reddit: search.json sort=top&t=month + sort=new&t=month + top thread comments
#    HN: Algolia stories + comments with timestamp filter
#    Web: 2–3 targeted queries

# C. Phase 4 (optional, sequential): normalize a supplied export first
python ${CLAUDE_PLUGIN_ROOT}/skills/pulse/scripts/citation_tracker.py --action import_sources \
  --session NAME --input /path/to/x-search.json --platform x
#    If no export exists, try Grok / X API / browser automation.

# D. Synthesis: cross-platform pattern detection

# E. Output: file + chat + audit summary
python ${CLAUDE_PLUGIN_ROOT}/skills/pulse/scripts/citation_tracker.py --action close --session NAME

Stop Conditions

• All 4 phases complete (or Phase 4 skipped with note) → synthesize + deliver
• 3 consecutive failures across all sources → stop, report what was collected
• User says "stop" → produce partial briefing with what's been collected so far

Anti-Patterns Rejected

• Starting any search before Q1 (topic specificity) commits
• Batching intake questions
• Hardcoded URLs that won't survive API changes (note format, explain may evolve)
• Irrelevant person or brand references
• Tight coupling to one X/Twitter interface
• Treating duplicate Tweet IDs or repeated citation URLs as separate sources
• Missing fallback behavior
• "Just use [specific tool]" without explaining what the tool does
• Citing training knowledge as session results
• Fabricating sources to fill out a section

Related

• Agent: [`cs-pulse`](../agents/cs-pulse.md)
• Skill: [`pulse`](../skills/pulse/SKILL.md)
• Source spec: `megaprompts/01-pulse-megaprompt.md` (maintainer-local draft spec — gitignored, not in the public repo)
• Sibling research skills (after build): `/cs-litreview`, `/cs-grants`, `/cs-syllabus`, `/cs-patent`, `/cs-dossier`, `/cs-research` (router)

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**Version:** 1.0.0 **Source:** Path-B direct conversion of `megaprompts/01-pulse-megaprompt.md`